Anchoring effect (Tversky & Kahneman, 1974) — the first number presented becomes a reference point that pulls all later judgments, even when arbitrary
Summary
Claim: Anchoring is a robust cognitive bias documented since Tversky & Kahneman (1974): the first number presented becomes a reference point that pulls subsequent judgements toward it, even when the anchor is arbitrary. Adjustment away from the anchor is typically insufficient.
Source: Harvard Program on Negotiation https://www.pon.harvard.edu/daily/negotiation-skills-daily/price-anchoring-101/ ; Wikipedia summary https://en.wikipedia.org/wiki/Anchoring_effect
Confidence: Verified — one of the most reproduced findings in behavioural science.
Why this matters for Candid: A public calculator number anchors the customer before any conversation. When the on-site $8,000 estimate becomes a $12,000 quote after a real assessment, the seller is no longer opening a negotiation — they are climbing out of a hole they dug on their own homepage. This is the strongest behavioural argument against precision in customer-facing calculators. See R7 — Treat every public number on a client site as an anchor; design accordingly.
Related entries
Referenced by (9)
- reference Research brief: customer-facing calculators & tools for SMBs — the honest case (June 2026) relates-to
- reference Source-incentive meta-finding: nearly every "calculators convert" source SELLS calculators; independent material clusters on the risks depends-on
- rule R1 — Build a customer-facing calculator only when pricing is genuinely formula-driven and buyers comparison-shop depends-on
- rule R2 — Default to a directional range, ungated, with a loud "this is a ballpark" — not a precise gated quote depends-on
- rule R7 — Treat every public number on a client site as an anchor; design accordingly depends-on
- reference Zillow Zestimate published error rates — ~1.9% on-market, ~7.5% off-market; lawsuits; 7th Circuit 2019 sided with Zillow partly because "estimate" was clearly labelled relates-to
- reference Northcraft & Neale (1987) — anchoring replicates with REAL-ESTATE EXPERTS: agents' valuations track arbitrary listing prices, despite experts' confidence they don't depends-on
- reference Englich, Mussweiler & Strack (2006) — anchoring replicates with JUDGES: sentences track dice rolls, despite judges' confidence they don't depends-on
- rule R8 — The tool's number IS the buyer's anchor; sales must be ready to MEET OR EXPLAIN it — bait-and-switch destroys the trust the mechanism case earns depends-on